Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "103"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 103 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 84 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 82 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 103, Node N08:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459901 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.215817 6.170267 3.954298 0.450073 3.088849 1.529419 5.680995 3.584767 0.6601 0.6960 0.3833 nan nan
2459900 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.640912 5.354331 4.018538 0.466418 6.554435 2.060151 5.942609 4.754169 0.6141 0.6674 0.3353 nan nan
2459898 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.384801 4.883742 3.770116 0.364050 2.078900 0.641291 13.221214 7.811160 0.6592 0.6997 0.3844 nan nan
2459897 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.210863 4.758859 3.293074 0.420430 5.084569 1.442852 9.885952 7.880510 0.6672 0.6951 0.3791 nan nan
2459896 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.938405 4.765002 3.165314 0.076660 37.280656 8.758898 5.037709 6.361448 0.6676 0.6973 0.3801 nan nan
2459895 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.132263 5.537684 5.623542 0.693336 5.423928 1.184585 5.174363 2.004407 0.7618 0.7725 0.2405 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.057391 4.939902 3.528243 0.654687 9.212383 6.133853 5.215655 14.773879 0.6639 0.6924 0.3690 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.880884 5.424682 3.204776 0.491517 5.453404 10.464147 8.049597 17.838087 0.6762 0.7024 0.3678 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.735911 5.292423 3.723362 0.719922 0.581384 1.370861 10.709831 24.526385 0.6739 0.7074 0.3707 nan nan
2459891 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.030976 5.269318 0.007873 0.039398 6.660656 0.261969 18.930505 4.029741 0.6858 0.7035 0.3705 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - 5.150970 5.518046 9.040407 -0.820849 1.846754 4.710600 5.855183 4.219945 0.6192 0.7017 0.3918 nan nan
2459889 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.143809 5.753788 3.870236 -0.782729 57.707202 5.053699 11.362122 8.666616 0.6677 0.7059 0.3745 nan nan
2459888 digital_ok 100.00% 0.00% 0.00% 0.00% - - 2.085312 5.133953 3.031741 -1.111341 71.168414 0.011582 4.195220 0.050781 0.6937 0.7232 0.3635 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.491930 5.307463 -0.945937 3.175662 96.399707 3.616850 6.730537 -1.788970 0.6874 0.6980 0.3680 nan nan
2459886 digital_ok 100.00% 1.06% 1.06% 0.00% - - 4.392655 6.784435 3.519956 2.876892 7.604314 8.310558 1.441476 1.296339 0.7466 0.7460 0.3184 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - 6.170726 9.052989 43.049831 40.746063 10.229352 9.072268 13.636445 9.080359 0.7207 0.7248 0.3338 nan nan
2459884 digital_ok 100.00% 100.00% 100.00% 0.00% - - 23.397273 24.521253 13.322566 13.919222 8.089622 9.982016 9.164264 7.758958 0.0256 0.0286 0.0030 nan nan
2459883 digital_ok 100.00% 100.00% 100.00% 0.00% - - 30.757107 32.424398 64.128727 65.294059 7.927779 10.770082 22.612400 21.309930 0.0262 0.0287 0.0028 nan nan
2459882 digital_ok 100.00% 100.00% 100.00% 0.00% - - 49.683992 51.901621 72.041397 73.917807 11.298632 15.138173 11.879519 10.988815 0.0275 0.0297 0.0026 nan nan
2459881 digital_ok 100.00% 100.00% 100.00% 0.00% - - 28.906145 30.240877 82.028558 83.835881 22.226746 30.238940 27.699730 33.572449 0.0261 0.0314 0.0048 nan nan
2459880 digital_ok 100.00% 100.00% 100.00% 0.00% - - 34.870620 36.552966 67.806127 68.827082 6.838999 9.196188 11.417617 10.524178 0.0260 0.0287 0.0027 nan nan
2459879 digital_ok 100.00% 100.00% 100.00% 0.00% - - 20.442545 21.283294 11.888780 12.419305 1.451331 2.153008 11.673752 10.937001 0.0259 0.0285 0.0029 nan nan
2459878 digital_ok 100.00% 100.00% 100.00% 0.00% - - 31.491597 32.769511 81.986285 83.170218 11.625505 15.651435 30.437982 27.158606 0.0274 0.0295 0.0025 nan nan
2459876 digital_ok 100.00% 100.00% 100.00% 0.00% - - 34.733324 35.764714 59.004184 60.849687 29.938266 43.820536 27.263162 23.767699 0.0281 0.0286 0.0019 nan nan
2459875 digital_ok 100.00% 100.00% 100.00% 0.00% - - 37.346519 38.973467 77.521193 79.393578 13.667411 20.840644 13.032039 16.201139 0.0275 0.0281 0.0019 nan nan
2459874 digital_ok 100.00% 100.00% 100.00% 0.00% - - 52.483415 54.719670 40.391296 41.657054 18.554475 27.336732 20.396074 17.960855 0.0274 0.0283 0.0020 nan nan
2459873 digital_ok 100.00% 100.00% 100.00% 0.00% - - 39.273643 40.586111 52.551598 54.187020 7.424480 11.295480 10.855258 9.533787 0.0282 0.0285 0.0019 nan nan
2459872 digital_ok 100.00% 100.00% 100.00% 0.00% - - 34.895157 36.486229 67.359332 69.466345 20.343957 31.273405 14.249161 12.337780 0.0260 0.0268 0.0018 nan nan
2459871 digital_ok 100.00% 100.00% 100.00% 0.00% - - 28.171390 29.969720 72.317559 73.971425 18.173215 25.782575 8.635240 7.529296 0.0266 0.0278 0.0021 nan nan
2459870 digital_ok 100.00% 100.00% 100.00% 0.00% - - 47.269242 49.375355 54.196434 55.543944 11.232528 18.514856 18.784629 17.844221 0.0267 0.0275 0.0019 nan nan
2459869 digital_ok 100.00% 100.00% 100.00% 0.00% - - 39.773209 39.948010 54.069626 55.116548 16.057931 23.158621 13.854256 13.112784 0.0275 0.0279 0.0020 nan nan
2459868 digital_ok 100.00% 100.00% 100.00% 0.00% - - 42.272051 44.345322 82.340803 84.036502 11.121309 17.182386 21.862331 19.658650 0.0270 0.0278 0.0020 nan nan
2459867 digital_ok 100.00% 100.00% 100.00% 0.00% - - 30.185759 32.287590 64.702888 66.514083 6.126009 10.306704 14.546444 12.143638 0.0271 0.0279 0.0019 nan nan
2459866 digital_ok 100.00% 100.00% 100.00% 0.00% - - 34.335384 36.595901 60.910417 62.746820 7.068566 11.686982 6.440373 5.752877 0.0289 0.0287 0.0020 nan nan
2459865 digital_ok 100.00% 100.00% 100.00% 0.00% - - 38.606971 39.229374 74.619618 77.036339 16.198168 24.281199 19.180447 16.705722 0.0259 0.0269 0.0020 nan nan
2459864 digital_ok 100.00% 100.00% 100.00% 0.00% - - 46.786255 49.670062 30.261110 31.862462 8.555351 13.702831 23.147078 20.997418 0.0264 0.0268 0.0018 nan nan
2459863 digital_ok 100.00% 100.00% 100.00% 0.00% - - 29.563166 31.386934 9.577222 10.257950 3.416645 5.584961 11.919972 10.369633 0.0268 0.0270 0.0019 nan nan
2459862 digital_ok 100.00% 100.00% 100.00% 0.00% - - 30.282165 32.649412 34.674421 36.665824 12.789187 18.832405 8.701463 8.151160 0.0284 0.0282 0.0019 nan nan
2459861 digital_ok 100.00% 100.00% 100.00% 0.00% - - 23.480075 24.604914 9.561320 10.398123 2.764883 3.510306 10.752362 9.821206 0.0263 0.0271 0.0019 nan nan
2459860 digital_ok 100.00% 100.00% 100.00% 0.00% - - 25.026168 26.737719 28.658825 30.183886 15.079648 21.774081 9.590161 8.691684 0.0265 0.0271 0.0018 nan nan
2459859 digital_ok 100.00% 100.00% 100.00% 0.00% - - 21.726814 23.091355 10.259022 11.096804 2.490857 3.093131 5.708910 5.751645 0.0266 0.0272 0.0018 nan nan
2459858 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 23.599852 24.865620 10.633582 11.415086 2.668837 3.451805 10.896031 9.868984 0.0266 0.0271 0.0012 1.127047 1.125543
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.082258 5.469446 3.953197 3.968066 4.900553 7.409197 33.310798 29.968013 0.0224 0.0219 0.0005 nan nan
2459856 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.386148 35.974078 26.883735 28.178470 7.097738 12.622175 11.959749 12.308258 0.0278 0.0288 0.0019 1.155152 1.152728
2459855 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 36.337366 37.788458 28.292905 29.430343 2.616277 4.395388 6.824254 6.147301 0.0271 0.0278 0.0013 1.146578 1.144573
2459854 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 37.078951 37.013753 21.729964 22.516046 3.603908 4.149107 11.411341 11.251384 0.0277 0.0282 0.0014 1.140873 1.140138
2459853 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.860478 30.962862 29.366081 30.998286 7.496437 11.469320 13.568278 13.494013 0.0281 0.0282 0.0014 1.137584 1.136146
2459852 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 20.992069 21.148251 30.987800 32.776831 16.096043 20.346564 17.186432 16.793870 0.0266 0.0277 0.0018 1.121619 1.117812
2459851 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 24.311257 34.246545 31.206523 34.510244 21.673764 42.605228 22.291718 28.996207 0.0338 0.0541 0.0151 1.181936 1.187498
2459850 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.917969 34.332772 26.897980 28.765064 10.562265 19.497128 17.590634 24.823180 0.0274 0.0318 0.0044 1.146393 1.146753
2459849 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.524969 35.292490 53.856041 56.548899 7.401009 13.193967 14.874410 16.062931 0.0275 0.0286 0.0018 1.149205 1.152082
2459848 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 30.507159 32.293688 35.098658 37.338896 14.687305 21.748252 12.305276 12.100898 0.0280 0.0288 0.0014 1.194014 1.197488
2459847 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 33.411178 35.106485 32.877352 35.315655 21.096908 27.024584 7.418094 6.924147 0.0268 0.0271 0.0014 1.172147 1.168326
2459846 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 43.886215 46.013345 38.551211 40.032485 22.180393 21.548044 10.269394 10.110280 0.0265 0.0293 0.0030 1.194735 1.197232
2459845 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.240714 6.706218 0.731474 0.845657 0.226888 0.230142 0.624691 0.887405 0.7676 0.7035 0.2528 3.224852 3.132938
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - 21.326026 15.218873 7.795109 7.315244 3.954298 0.157723 9.113807 5.547517 0.0243 0.0242 0.0005 nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 56.400654 57.831256 6.814740 6.515494 3.698504 3.616103 12.175784 8.739020 0.0215 0.0213 0.0005 nan nan
2459839 digital_ok 100.00% - - - - - 14.178164 14.835986 16.031591 15.838104 3.148779 2.842675 17.150178 12.624934 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.215321 10.255405 0.019312 -0.175019 3.121056 2.509641 -0.507181 -0.593556 0.7674 0.7364 0.3759 4.625502 4.088216
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0335 0.0330 0.0006 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.650129 -0.689833 1.131208 -0.092078 1.150661 0.199686 3.194103 0.599908 0.0343 0.0335 0.0008 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.589709 2.743183 4.818551 4.309626 1.677571 0.429039 11.192982 6.291479 0.0236 0.0234 0.0003 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.556263 15.750194 -0.787001 -0.255394 1.773840 2.787740 -0.107355 -0.791253 0.8174 0.5858 0.5526 3.624984 3.130865
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - 14.120244 15.291312 16.782120 16.465611 4.211984 4.173143 11.821337 8.348804 0.0222 0.0218 0.0004 nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.507135 15.585613 -0.574249 -0.220051 -1.486943 -0.275951 -0.052881 0.004826 0.8164 0.5948 0.5317 5.898272 5.055563
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.347570 18.417985 0.203636 -0.196887 3.054448 1.270966 0.883899 1.253408 0.7694 0.6939 0.3848 11.139481 10.372936
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.814327 12.187956 0.403469 -0.092604 0.027908 0.281760 1.370236 1.780142 0.8148 0.6026 0.5150 4.134567 3.745621
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.756204 13.436346 0.238214 -0.042304 1.442536 1.095629 0.787702 -0.163028 0.7760 0.7044 0.3861 7.769822 6.238170
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.430455 11.102472 -0.159342 0.183606 -0.348490 0.178017 -0.291573 -0.466944 0.8125 0.6226 0.4960 8.370390 6.806945
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.646202 11.113867 -0.389015 -0.346242 -0.764592 -0.404947 -0.343427 -0.397430 0.8161 0.6457 0.4832 4.632169 3.952681
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.690234 10.467508 -0.423694 -0.176931 0.282535 0.099111 -0.232641 -0.480782 0.7497 0.7681 0.3323 7.816902 6.311602
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.079120 8.291959 -0.277211 0.232309 -0.242623 0.504386 -0.031557 -0.557655 0.7874 0.6900 0.4330 34.635834 23.544683
2459822 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459821 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.305530 11.353632 0.124776 -0.059159 -0.177453 -0.989580 -0.992119 -1.410499 0.8214 0.6827 0.4715 3.156522 2.879078
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.297874 13.377273 0.179233 -0.105630 3.523870 1.233851 0.658209 0.270021 0.7947 0.7247 0.3862 5.015864 4.575048
2459817 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.618690 10.452629 -0.563133 0.095461 0.192177 -0.523198 -0.212382 -0.670661 0.8588 0.6509 0.5561 4.368552 3.641816
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.914787 9.365810 -0.577414 0.130530 -0.275381 -0.569039 -0.315643 -0.287522 0.8315 0.7296 0.4809 3.432757 3.266843
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 103: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 6.170267 3.215817 6.170267 3.954298 0.450073 3.088849 1.529419 5.680995 3.584767

Antenna 103: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Variability 6.554435 2.640912 5.354331 4.018538 0.466418 6.554435 2.060151 5.942609 4.754169

Antenna 103: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 13.221214 4.883742 2.384801 0.364050 3.770116 0.641291 2.078900 7.811160 13.221214

Antenna 103: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 9.885952 4.758859 2.210863 0.420430 3.293074 1.442852 5.084569 7.880510 9.885952

Antenna 103: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Variability 37.280656 4.765002 1.938405 0.076660 3.165314 8.758898 37.280656 6.361448 5.037709

Antenna 103: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 5.623542 2.132263 5.537684 5.623542 0.693336 5.423928 1.184585 5.174363 2.004407

Antenna 103: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Temporal Discontinuties 14.773879 4.939902 3.057391 0.654687 3.528243 6.133853 9.212383 14.773879 5.215655

Antenna 103: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Temporal Discontinuties 17.838087 2.880884 5.424682 3.204776 0.491517 5.453404 10.464147 8.049597 17.838087

Antenna 103: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Temporal Discontinuties 24.526385 5.292423 2.735911 0.719922 3.723362 1.370861 0.581384 24.526385 10.709831

Antenna 103: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 18.930505 2.030976 5.269318 0.007873 0.039398 6.660656 0.261969 18.930505 4.029741

Antenna 103: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 9.040407 5.518046 5.150970 -0.820849 9.040407 4.710600 1.846754 4.219945 5.855183

Antenna 103: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Variability 57.707202 3.143809 5.753788 3.870236 -0.782729 57.707202 5.053699 11.362122 8.666616

Antenna 103: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Variability 71.168414 5.133953 2.085312 -1.111341 3.031741 0.011582 71.168414 0.050781 4.195220

Antenna 103: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Variability 96.399707 5.307463 1.491930 3.175662 -0.945937 3.616850 96.399707 -1.788970 6.730537

Antenna 103: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Temporal Variability 8.310558 4.392655 6.784435 3.519956 2.876892 7.604314 8.310558 1.441476 1.296339

Antenna 103: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 43.049831 9.052989 6.170726 40.746063 43.049831 9.072268 10.229352 9.080359 13.636445

Antenna 103: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 24.521253 24.521253 23.397273 13.919222 13.322566 9.982016 8.089622 7.758958 9.164264

Antenna 103: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 65.294059 32.424398 30.757107 65.294059 64.128727 10.770082 7.927779 21.309930 22.612400

Antenna 103: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 73.917807 51.901621 49.683992 73.917807 72.041397 15.138173 11.298632 10.988815 11.879519

Antenna 103: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 83.835881 30.240877 28.906145 83.835881 82.028558 30.238940 22.226746 33.572449 27.699730

Antenna 103: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 68.827082 36.552966 34.870620 68.827082 67.806127 9.196188 6.838999 10.524178 11.417617

Antenna 103: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 21.283294 21.283294 20.442545 12.419305 11.888780 2.153008 1.451331 10.937001 11.673752

Antenna 103: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 83.170218 32.769511 31.491597 83.170218 81.986285 15.651435 11.625505 27.158606 30.437982

Antenna 103: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 60.849687 34.733324 35.764714 59.004184 60.849687 29.938266 43.820536 27.263162 23.767699

Antenna 103: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 79.393578 37.346519 38.973467 77.521193 79.393578 13.667411 20.840644 13.032039 16.201139

Antenna 103: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 54.719670 52.483415 54.719670 40.391296 41.657054 18.554475 27.336732 20.396074 17.960855

Antenna 103: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 54.187020 39.273643 40.586111 52.551598 54.187020 7.424480 11.295480 10.855258 9.533787

Antenna 103: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 69.466345 36.486229 34.895157 69.466345 67.359332 31.273405 20.343957 12.337780 14.249161

Antenna 103: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 73.971425 29.969720 28.171390 73.971425 72.317559 25.782575 18.173215 7.529296 8.635240

Antenna 103: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 55.543944 47.269242 49.375355 54.196434 55.543944 11.232528 18.514856 18.784629 17.844221

Antenna 103: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 55.116548 39.773209 39.948010 54.069626 55.116548 16.057931 23.158621 13.854256 13.112784

Antenna 103: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 84.036502 42.272051 44.345322 82.340803 84.036502 11.121309 17.182386 21.862331 19.658650

Antenna 103: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 66.514083 30.185759 32.287590 64.702888 66.514083 6.126009 10.306704 14.546444 12.143638

Antenna 103: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 62.746820 36.595901 34.335384 62.746820 60.910417 11.686982 7.068566 5.752877 6.440373

Antenna 103: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 77.036339 38.606971 39.229374 74.619618 77.036339 16.198168 24.281199 19.180447 16.705722

Antenna 103: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 49.670062 49.670062 46.786255 31.862462 30.261110 13.702831 8.555351 20.997418 23.147078

Antenna 103: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 31.386934 29.563166 31.386934 9.577222 10.257950 3.416645 5.584961 11.919972 10.369633

Antenna 103: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 36.665824 30.282165 32.649412 34.674421 36.665824 12.789187 18.832405 8.701463 8.151160

Antenna 103: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 24.604914 24.604914 23.480075 10.398123 9.561320 3.510306 2.764883 9.821206 10.752362

Antenna 103: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 30.183886 25.026168 26.737719 28.658825 30.183886 15.079648 21.774081 9.590161 8.691684

Antenna 103: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 23.091355 21.726814 23.091355 10.259022 11.096804 2.490857 3.093131 5.708910 5.751645

Antenna 103: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 24.865620 24.865620 23.599852 11.415086 10.633582 3.451805 2.668837 9.868984 10.896031

Antenna 103: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 33.310798 5.469446 3.082258 3.968066 3.953197 7.409197 4.900553 29.968013 33.310798

Antenna 103: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 35.974078 33.386148 35.974078 26.883735 28.178470 7.097738 12.622175 11.959749 12.308258

Antenna 103: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 37.788458 37.788458 36.337366 29.430343 28.292905 4.395388 2.616277 6.147301 6.824254

Antenna 103: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 37.078951 37.013753 37.078951 22.516046 21.729964 4.149107 3.603908 11.251384 11.411341

Antenna 103: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 30.998286 30.962862 28.860478 30.998286 29.366081 11.469320 7.496437 13.494013 13.568278

Antenna 103: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 32.776831 20.992069 21.148251 30.987800 32.776831 16.096043 20.346564 17.186432 16.793870

Antenna 103: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Temporal Variability 42.605228 24.311257 34.246545 31.206523 34.510244 21.673764 42.605228 22.291718 28.996207

Antenna 103: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 34.332772 28.917969 34.332772 26.897980 28.765064 10.562265 19.497128 17.590634 24.823180

Antenna 103: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 56.548899 33.524969 35.292490 53.856041 56.548899 7.401009 13.193967 14.874410 16.062931

Antenna 103: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 37.338896 32.293688 30.507159 37.338896 35.098658 21.748252 14.687305 12.100898 12.305276

Antenna 103: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Power 35.315655 35.106485 33.411178 35.315655 32.877352 27.024584 21.096908 6.924147 7.418094

Antenna 103: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 46.013345 43.886215 46.013345 38.551211 40.032485 22.180393 21.548044 10.269394 10.110280

Antenna 103: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 6.706218 2.240714 6.706218 0.731474 0.845657 0.226888 0.230142 0.624691 0.887405

Antenna 103: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape 21.326026 21.326026 15.218873 7.795109 7.315244 3.954298 0.157723 9.113807 5.547517

Antenna 103: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 57.831256 56.400654 57.831256 6.814740 6.515494 3.698504 3.616103 12.175784 8.739020

Antenna 103: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 17.150178 14.835986 14.178164 15.838104 16.031591 2.842675 3.148779 12.624934 17.150178

Antenna 103: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 10.255405 10.255405 4.215321 -0.175019 0.019312 2.509641 3.121056 -0.593556 -0.507181

Antenna 103: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 3.194103 -0.689833 -0.650129 -0.092078 1.131208 0.199686 1.150661 0.599908 3.194103

Antenna 103: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Temporal Discontinuties 11.192982 2.743183 3.589709 4.309626 4.818551 0.429039 1.677571 6.291479 11.192982

Antenna 103: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 15.750194 6.556263 15.750194 -0.787001 -0.255394 1.773840 2.787740 -0.107355 -0.791253

Antenna 103: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Power 16.782120 14.120244 15.291312 16.782120 16.465611 4.211984 4.173143 11.821337 8.348804

Antenna 103: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 15.585613 6.507135 15.585613 -0.574249 -0.220051 -1.486943 -0.275951 -0.052881 0.004826

Antenna 103: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 18.417985 18.417985 8.347570 -0.196887 0.203636 1.270966 3.054448 1.253408 0.883899

Antenna 103: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 12.187956 12.187956 5.814327 -0.092604 0.403469 0.281760 0.027908 1.780142 1.370236

Antenna 103: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 13.436346 6.756204 13.436346 0.238214 -0.042304 1.442536 1.095629 0.787702 -0.163028

Antenna 103: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 11.102472 11.102472 5.430455 0.183606 -0.159342 0.178017 -0.348490 -0.466944 -0.291573

Antenna 103: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 11.113867 11.113867 4.646202 -0.346242 -0.389015 -0.404947 -0.764592 -0.397430 -0.343427

Antenna 103: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 10.467508 4.690234 10.467508 -0.423694 -0.176931 0.282535 0.099111 -0.232641 -0.480782

Antenna 103: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 8.291959 8.291959 4.079120 0.232309 -0.277211 0.504386 -0.242623 -0.557655 -0.031557

Antenna 103: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 11.353632 11.353632 5.305530 -0.059159 0.124776 -0.989580 -0.177453 -1.410499 -0.992119

Antenna 103: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 13.377273 6.297874 13.377273 0.179233 -0.105630 3.523870 1.233851 0.658209 0.270021

Antenna 103: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
103 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 103: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 10.452629 10.452629 4.618690 0.095461 -0.563133 -0.523198 0.192177 -0.670661 -0.212382

Antenna 103: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape 9.365810 9.365810 3.914787 0.130530 -0.577414 -0.569039 -0.275381 -0.287522 -0.315643

Antenna 103: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 103: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
103 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan
In [ ]: